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2 556 (0,267s) •

Project

End-to-end differentiable physics-aware architectures for self-supervised learning in robotics (GA24-12360S)

achieved through supervised learning on a human-annotated data that cannot) by designing novel differentiable solutions and self-supervised losses, which to be tuned/learned simultaneously in order to avo...

Robotics and automatic control

  • 2024 - 2026
    • •
  • 11 225 tis. Kč
    • •
  • 11 225 tis. Kč
    • •
  • GA ČR
Project

Robotic Lifelong Learning of Multi-legged Robot Locomotion Control in Autonomous Data Collection Missions (GA18-18858S)

. Within the project, we will investigate self-supervised incremental on-line learning algorithms for terrain learning and traversability assessment together with locomotionThe proposed project aims to contribute t...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2018 - 2023
    • •
  • 5 668 tis. Kč
    • •
  • 4 616 tis. Kč
    • •
  • GA ČR
Project

Dynamic Inverse Problems in Time-Lapse Microscopy (GA25-15933S)

, the creation of self-supervised learned models that circumvent the need for extensive...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2025 - 2027
    • •
  • 9 464 tis. Kč
    • •
  • 9 421 tis. Kč
    • •
  • GA ČR
Project

Self-Learning Sheet Metal Forming System (7E09094)

needs special setups, parameter change in self-learning control systems and high skilled operators. The self-learning sheet metal forming system LearnForm aims) a self-learning sheet metal formin...

JP - Průmyslové procesy a zpracování

  • 2009 - 2012
    • •
  • 2 895 tis. Kč
    • •
  • 2 895 tis. Kč
    • •
  • MŠMT
Project

Learning Universal Visual Representation with Limited Supervision (GM21-28830M)

of the representation space in semi-supervised and active learning. of the project is to propose new ways for designing and learning universal multi-purpose. Representation models will be trained with deep learning

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2021 - 2025
    • •
  • 19 677 tis. Kč
    • •
  • 19 677 tis. Kč
    • •
  • GA ČR
Project

Uncertainty Quantification for Machine Learning Models Applied to Photoplethysmography Signals (9B23006)

The overall objective is to provide trustworthy machine learning models for analysing photoplethysmography signals in a medical context, by developing methods for the quantification of uncertainty in supervised machine learning<...

Cell biology

  • 2023 - 2026
    • •
  • 4 344 tis. Kč
    • •
  • 2 172 tis. Kč
    • •
  • MŠMT
Project

Diagnostics and AI solution for automated system testing with self-healing capabilities for managed applications (FY01010014)

The intention of Principia Solutions s.r.o. is to create a self-healing application (in the form of a digital solution – O) that automates system testing as part of their development and service supervision and, at the same time, co...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2025 - 2027
    • •
  • 5 967 tis. Kč
    • •
  • 3 797 tis. Kč
    • •
  • MPO
Project

Artificial Evolution and Emergence of Intelligence in Complex Systems (LL2405)

supervision. As a result, learning can be understood as an emergent phenomenonThe ARTEMIS project will develop weakly supervised approaches for building machine learning models based on principles inspired by the ...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2024 - 2026
    • •
  • 20 360 tis. Kč
    • •
  • 12 216 tis. Kč
    • •
  • MŠMT
Project

Sentence structure induction without annotated corpora (GP14-06548P)

of computational linguistics. At present, the use of supervised approaches that need a large number of syntactically annotated corpora (treebanks) to learn the syntax of language on an alternative method. The syntactic relations wi...

AI - Jazykověda

  • 2014 - 2016
    • •
  • 1 411 tis. Kč
    • •
  • 1 411 tis. Kč
    • •
  • GA ČR
Project

Multimodal learning analytics to study self-regulated learning processes within learning management systems (GA21-08218S)

The research project focuses on the exploration of the self-regulated learning within a learning management system (LMS). The project is based on a multimodal learn within LMS. Specifically, four data types will be...

Education, general; including training, pedagogy, didactics [and education systems]

  • 2021 - 2024
    • •
  • 4 488 tis. Kč
    • •
  • 4 488 tis. Kč
    • •
  • GA ČR
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